CS05 | Joint ultrasound follow-up in pediatric patients with haemophilia: a 12-year prospective single-center experience

“…The HEAD-US score is a feasible and efficient clinical tool in pediatric PwH and, in our setting, it resulted even more sensitive in detecting subclinical joint damage, compared to the HJHS score. …”
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Hybrid Machine Learning for CNC Process Monitoring by Robin Strobel, Samuel Deucker, Hanlin Zhou, Hafez Kader, Alexander Puchta, Benjamin Noack, Jurgen Fleischer

“…Tree-based models, particularly RF and GB, have been shown to be more accurate and robust than DL approaches, particularly when data is sparse and processes are complex. Although DL models improved with larger data sets, their performance remained inferior to that of tree-based methods. …”
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LiDAR-estimated height in a young Scots pine (Pinus sylvestris L.) genetic trial supports high-accuracy early selection for height by Mateusz Liziniewicz, Curt Almqvist, Andreas Helmersson, Anton Holmström, Liviu Theodor Ene

“…Context Cost-effective ‘high-throughput’ phenotyping methods would be highly valuable in both conventional and advanced molecular tree breeding programs. Light Detection and Ranging (LiDAR) systems installed on unmanned aerial vehicles (UAVs, drones) have highly promising potential for such purposes as they enable rapid acquisition of relevant data. …”
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Optimizing CNN-Based Diagnosis of Knee Osteoarthritis: Enhancing Model Accuracy with CleanLab Relabeling by Thomures Momenpour, Arafat Abu Mallouh

“…<b>Results:</b> The final EfficientNetB5 model, trained on the preprocessed and Cleanlab-remediated data, achieved an overall accuracy of 82.07% on the test set. …”
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From lab to field with machine learning – Bridging the gap for movement analysis in real-world environments: A commentary by Carlo Dindorf, Fabian Horst, Djordje Slijepčević, Bernhard Dumphart, Jonas Dully, Matthias Zeppelzauer, Brian Horsak, Michael Fröhlich

“…However, the emergence of wearable sensors and markerless motion capture has revolutionized this field, enabling data collection in real-world scenarios. This shift has also sparked interest in integrating machine learning (ML) into biomechanical workflows, promising to revolutionize data acquisition in field settings and refine data analysis (Halilaj et al., 2018). …”
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Designing the alignment model of petrochemical projects with the country's industrial strategies in the Ministry of Petroleum by Abdolrasoul Shojaeian, ghanbar abbaspour esfadan, Changiz Valmohammadi, Aboutorab Alirezaei

“…To collect and analyze the data, the data-based theory research strategy was used. …”
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Using the WHO building blocks to examine cross-border public health surveillance in MENA by Laura Buback, Shayanne Martin, Esbeydy Pardo, Farah Massoud, Jesus Formigo, Atousa Bonyani, Noha H. Farag, Zayid K. Almayahi, Kenta Ishii, Susie Welty, Dana Schneider

“…Key challenges include delayed and incomplete data sharing, insufficient funding across sectors, inadequate training, inconsistent data definitions, and limited integration of health data for mobile populations. …”
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Burden and impact of chronic cough in UK primary care: a dataset analysis by James H Hull, Mark L Levy, Haya Langerman, Tahereh Kamalati, Amanda Lucas

“…This study evaluated the burden of CC in a primary care setting.Design Cross-sectional, retrospective cohort study.Setting Discover dataset from North West London, which links coded data from primary and secondary care. …”
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Effects of plant growth regulator (2,4-D) treatments on fruit development and chemical content in the kiwifruit plant (Actinidia chinensis) by Linhui Wu, Jiaqi Dong, Hao Zheng, Yule Wang, Dongliang Qiu, Arif Atak, Qiong Zhang, Caihong Zhong

“…This study used 2,4-Dichlorophenoxyacetic acid (2,4-D), a plant growth regulator, to induce fruit set, improve quality and increase kiwifruit yield in Actinidia chinensis var. …”
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Passive enhanced safety surveillance of GSK’s quadrivalent seasonal influenza vaccine in Belgium, Germany and Spain, an observational study: protocol for the 2018/2019 influenza se... by Gaël Dos Santos, Anne Yeakey, Vishvesh Shende, Katie Smith, Frederic Lin, Elvira Zandman-van-Dijk, Silvia Damaso, Alexander Schmidt

“…At the end of the study, each participating site will receive their data, and the outputs from the research will be made available to regulatory authorities. …”
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Hybrid machine learning algorithms accurately predict marine ecological communities by Luciana Erika Yaginuma, Luciana Erika Yaginuma, Fabiane Gallucci, Danilo Cândido Vieira, Paula Foltran Gheller, Simone Brito de Jesus, Thais Navajas Corbisier, Gustavo Fonseca

“…This model still correctly classified 90% of test data. Such findings demonstrated that it is possible to infer the spatial distribution of the nematode associations using only a small set of environmental features. …”
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deep-Sep: a deep learning-based method for fast and accurate prediction of selenoprotein genes in bacteria by Yao Xiao, Yan Zhang

“…Furthermore, when applied to 20 bacterial genomes as independent test data sets, deep-Sep exhibited remarkable capability in identifying both known and new selenoprotein genes, which significantly outperforms the existing state-of-the-art method. …”
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MiR-595 and Cldnd1: Potential related factors for bone loss in postmenopausal women with hip osteoporotic fracture. by Sun Jingyue, Liu Peixin, Wang Xiao

“…All data were subjected to Shapiro-Wilk test. Using Pearson or Spearman test to detect the correlation between various indicators, and then incorporating indicators related to bone density into multiple linear regression equations. …”
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Comparison of a Continuous Forest Inventory to an ALS-Derived Digital Inventory in Washington State by Thomas Montzka, Steve Scharosch, Michael Huebschmann, Mark V. Corrao, Douglas D. Hardman, Scott W. Rainsford, Alistair M. S. Smith, The Confederated Tribes and Bands of the Yakama Nation

“…The CFI data provided greater on-plot tree counts, BA, and volume compared to the DI when limited to trees ≥5 inches DBH. …”
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Mapping and visualizing the global research landscapes on drinking water and cancer by Shaher Zyoud, Sa’ed H. Zyoud

“…By focusing on journal articles and excluding errata and retracted documents, the data set was refined to 10,751 publications. The majority (91.06%) of these were original research articles (n = 9790), while reviews accounted for 6.49% (n = 698). …”
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Tritium distribution in environmental compartments of the impact zone of radioactively contaminated areas by Natalya Larionova, Lyubov Timonova, Anna Toporova, Almira Aidarkhanova

“…Tritium (3H) remains a prominent radionuclide detected in notable quantities in all environmental compartments of the Semipalatinsk Test Site (STS). …”
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Extracting Realistic Pedestrian, Cycling, and Driving Street Networks from OpenStreetMap by J. P. Duque, M. A. Brovelli

“…An algorithm was designed to detect these cases based on the geometry of the street segments. …”
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A Deep Insight into the Sialome of Rhodnius neglectus, a Vector of Chagas Disease. by Paula Beatriz Santiago, Teresa C F Assumpção, Carla Nunes de Araújo, Izabela Marques Dourado Bastos, David Neves, Ionizete Garcia da Silva, Sébastien Charneau, Rayner Myr L Queiroz, Tainá Raiol, João Victor de Araújo Oliveira, Marcelo Valle de Sousa, Eric Calvo, José M C Ribeiro, Jaime M Santana

“…We deposited 4,230 coding DNA sequences (CDS) in GenBank. A set of 636 CDS of proteins of putative secretory nature was extracted from the assembled reads, 73 of them confirmed by proteomic analysis. …”
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Automatic Vegetable Watering System Using Fuzzy Logic with Integration of Soil Moisture, Rain Sensors, and RTC by Dallarizki Arginanta, Wahid Miftahul Ashari

“…Watering times are adjusted to prevent the plants from drying out or dying, with a soil moisture threshold of below 40% set as the condition for requiring watering.…”
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Future of Legalization of Cannabis and its Impact on the Availability of Synthetic Cannabinoids by A. El Mougy

“…On the other hand, the negative data of cannabinoids use far outweigh a few documented benefits for a limited set of medical indications, for which safe and effective alternative treatments are readily available. …”
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